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    I'm looking for a frontend developer with expertise in React and Vercel, who can also work on blockchain projects, particularly in Solana. The project is a game website targeting cryptocurrency enthusiasts. The backend is already developed using Strapi. Your main task would be to make the game functional on the frontend. Key Requirements: - Solid experience in frontend development with React and Vercel - Previous work on blockchain projects, specifically in Solana - Understanding of cryptocurrency and blockchain technology - Familiarity with developing game websites - Can work with ports and making show real-time updates to game as it happens (since it is multiplayer) Key Tasks: - Integrating login with wallet - Displaying previous games - Ensuring a seamless user experience ...

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    I am seeking a native English speaker to review and evaluate three articles written in English by a non-native speaker. The total word count for all three articles is approximately 6,000 words. The articles cover the topics of traveling. Responsibilities: - Read all three articles - Evaluate the language quality of each article, including flow, grammar, vocabulary, and style. - [Main Task] Assess the likelihood that a native English reader would recognize that the articles were written by a non-native speaker. Note that you don't have to write/rewrite anything. All you need to do is to provide your feedback and assessment.

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    In order to realize the scientific research project of "International Chinese Education Demand Monitoring, Prediction and Countermeasures Research based on Big Data", and create a website that can query the real-time popularity of Chinese learning language in all countries, the following is a website layout and function plan: ### Web Site name: Global Chinese Learning monitoring platform ### Website Layout: 1. * * Home page * * -Top navigation bar: contains the site name, search box, and user login / registration options. -Global map: 1. Identify the popularity of Chinese learning in different colors.2, Click each country, can feedback heat data, etc., you can jump to the second plate 2. * * National heat query * * -List of countries: arranged alphabetically for user sear...

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    We are looking for a web designer who has minimum 3 years of experience in Full Stack Development. Tech for backend can be python/node.js and for frontend react.js. We have the UI for what we want to build, we need backend and frontend to be developed for the same. Our website is a marketplace, where publishers can register and add their offerings and advertiser can purchase it and place orders, admin panel UI is also available. You should know how to follow structured approach and keeping scalability in mind.

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    Hi, Nee o...sentence_content; unique-sentence - fk_URL - foreign-key; indexed to link at URLs table TERMs: table which keep terms(abbreviation) which have 2 columns; - pk - primary key; autogenerated - term_abbreviation; unique-term for eg. COs - fk_sentences - foreign-key; indexed to link at SENTENCEs table The app will be developed with this simple CRUD-tool: AppML () The development will be tested into XAMPP on windows 10 Pro... in one milestone(payable after testing phase) The fixed price will be 30 USD(other offers will be ignored) The bidders which will be contacted need to attach to your offer the images with solved solution input,report/database. Thanks.

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    I'm looking for an experienced developer to cr...Supporting Exchanges: The bot should be able to operate on , - Functionality: The bot should have the capability to execute automated buy and sell orders, perform real-time market data analysis, and offer customizable trading strategies,Market value management. Ideal Skills: - Strong experience in developing trading bots for cryptocurrency exchanges - Proficiency in the Python programming language The successful candidate should have a deep understanding of the various crypto exchanges supported and the nuances of the platform. Experience in developing similar trading bots, particularly with the desired functionality, is highly preferred. The ability to adhere to deadlines and produce a reliable, efficient bot is essential.

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    ...based on modern web technologies, such as HTML5, CSS3, JavaScript, and server-side scripting languages like PHP or Python. • Database management system (e.g., MySQL, PostgreSQL) for storing user data and job listings. • Integration with third-party APIs for features like job search, location services, and social media. • The recruitment website will incorporate AI-powered features such as natural language processing (NLP), machine learning (ML), and data analytics to deliver advanced functionalities including intelligent job recommendations, resume parsing, sentiment analysis, and automated candidate screening. 6. System Architecture: • Frontend: Modern web development frameworks like React.js or Angular for building responsive and interactive user interfaces...

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    I need an experienced developer to implement a Google Sign-In feature for my Electron desktop app, which is being developed for both Windows and Mac. Key Requirements: - Implement Google Sign-In: I need to offer my users the ability to securely sign in to my app using their Google credentials. - Cross-Platform Compatibility: The implementation should work seamlessly across both Windows and Mac operating systems. The ideal freelancer should have: - Prior Experience: Please include details of your relevant experience in your application. NOTE: THE DEVELOPER WILL HAVE TO CONNECT AND WORK ON REMOTE ON MY SYSTEM.

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    I'm in need of a talented data scientist with a strong background in natural language processing and deep learning. The goal of this project is to develop an efficient and accurate ML model that will estimate the temperature of the Electric Motor dataset from Kaggle. Key requirements include: - Utilizing natural language processing techniques to analyze the time series data provided - Employing deep learning methodologies to ensure the model is robust and performs well - Ensuring the model is able to accurately estimate temperature from the Electric Motor dataset Your expertise in natural language processing, deep learning, and time series data analysis will be crucial for the project's success. Please only apply if you have a proven track record in...

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    The job involves proofreading marketing materials of 1,100 words that are in English and need to be translated to Korean. The text has a formal tone, so the proofreader should have a good understanding of how formal language is used in marketing contexts. The text does not require specific industry knowledge, but previous experience in marketing materials, particularly in a cross-cultural context, would be beneficial. Key requirements include: - Proficiency in both English and Korean - Experience proofreading marketing materials - Understanding of formal language usage - Cultural sensitivity to adapt marketing content to the Korean context. Kindly ensure that your proposal demonstrates your experience in these areas.

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    ...of experience, specializing in UI/UX building and proficient in Figma, , TailwindCSS and Typescript. Our goal is to design and redesign an e-commerce website focused on trading. We already have an existing foundation, but it needs to be refactored to improve code organization and user experience, as well as improve visuals. Main Requirements: - Experience in dealing with the PT-BR language (Brazilian Portuguese) - UI/UX with Figma: Ability to create attractive and functional designs. - and TailwindCSS: Proficiency in front-end development using these technologies. - Typescript/Javascript: Strong knowledge in programming. - Code Architecture: Solid understanding to maintain clean and organized code. - Experience in E-Commerce Websites: Proven knowledge in developing e-commer...

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    ...effective presentations. - Internet Basics: Fundamentals of internet usage and online safety. - Email Communication: Understanding email etiquette and communication strategies. - Social Media and Online Collaboration Tools. - Introduction to Programming Concepts: Basic programming logic and languages. - Cybersecurity Awareness: Recognizing common threats and best practices for online safety. Course Language: The entire course will be conducted in Hindi to ensure accessibility and facilitate understanding for beginners. Duration: The course will span 12-15 hours, distributed evenly across Basic (4-5 hours), Intermediate (4-5 hours), and Advanced (4-5 hours) levels. Delivery Format: The course content will be presented through pre-recorded video lectures, supplemented with pr...

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    I have a React Native Android app that has already been developed and I need it converted into an iOS version. I can provide the source code for the Android app. Key requirements include: - Converting the existing Android app to a fully functional, native iOS app - Ensuring the iOS version is consistent in its functionality and quality with the Android version - Assistance with publishing the iOS app on the App Store - Any necessary bug fixes or improvements in the process of conversion Ideal skills include: - Strong experience with React Native - Proficiency in iOS app development - Knowledge of Android app development would be a plus - Ability to work with existing codebases - Excellent problem-solving skills and attention to detail - Experience with app store deployments and g...

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    LLM Expert Needed 5 days left
    VERIFIED

    We are building an AI Calling Application using Streaming + STT + LLM + TTS. We are looking for someone having expertise with LLMs (especially Open LLMs and SLMs) to guide and deploy the best Language Model for following our script in real time, and providing very quick responses. We plan to scale this to 100 concurrent users/live calls, so want someone with experience in LLMs (specially Open Source) and their benchmarking/requirements. Please do not blindly fire without proper knowledge, that leads us to waste time and resources. More AI tasks in planning, if this is completed satisfactorily.

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    Trophy icon Webdesign for HR agency website 4 days left

    ...open positions but also some persuasion for employers to use this company to hire new professionals. Key features - modern clean webdesign - user should be impressed by big images and modern design features - current logo used from the original site - primary color should be the #29c7d9 one from logo - texts should be overtaken from old web or used lorem ipsum, please try to use texts in local language "CZECH" - pictures can be used from Shutterstock or google (for now without buying just for presentation) - needs to show flexibility and high focusing company - so can be used some images of universe and so on, but in limited matter - we need just graphic design of only Home page for now - The resolution should be 1920 x ???? depends on the height of design, inner grid ...

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    I need a macro tool that can automatically send predefined messages to Telegram. I would like to implement the ability to send messages to Telegram groups without using Telegram bot. MOST IMPORTANT WITHOUT BOT It must be developed in Python. Key Requirements: - The tool should be designed to work on Windows operating systems. - It should be triggered by a specific keyboard shortcut. - The ability to send both text and media messages is essential. Ideal Skills: - Proficiency in Windows macro tools development - Experience with Telegram API - Strong understanding of media file handling in macro tools Please bid if you have the relevant experience and skills for this project.

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    App Development like rapido 5 days left
    VERIFIED

    I'm looking to build a mobile app that will serve as a platform for e-commerce, similar to Rapido. This will require the app to be developed for both iOS and Android, ensuring a wide user base and reach. Key Features: - User Registration and Login: The app must have a user-friendly sign-up/login process to facilitate seamless usage. - GPS Tracking: Integration of GPS tracking will be essential for location-based services and to provide delivery tracking to customers. - Payment Integration: The app should support secure payment processing to allow users to make purchases within the app. Ideal skills and experience for this project include: - Proficiency in cross-platform app development, particularly for iOS and Android. - Experience in building e-commerce applications with a ...

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    I need a skilled Python developer to create an automation tool for me. The project is fairly urgent so I require someone who can work quickly without compromising on quality. Key Project Details: - Language: Python - Purpose: Automation Tool - Urgency: High Skills and Experience Required: - Proficiency in Python is a must - Experience in creating automation tools is highly preferred - Ability to work on a high-priority project and deliver under tight deadlines Please note that though I'm not sure about requiring integration with external services or APIs, the possibility of doing so might come up as we progress with the project. Hence, a developer with experience in this area would be preferred.

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    I'm looking to revamp our existing business profile website to enhance our online visibility. The primary objective is to attract a larger online audience and generate leads. For this, I'm looking for a creative and interactive design style, which is engaging and reflects our brand's innovative approach. Key Functionalities Required: our website hosted with Goddady and developed with wordpress, we're looking to develop creative features as below; - Interactive Contact Form: A user-friendly, interactive contact form is crucial for capturing leads and providing a seamless user experience. - Customer Reviews Section: I want to showcase positive testimonials and feedback from clients. It's essential to have a visually appealing and easily navigable review sect...

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    I need someone to set up the ability to automatically run a plugin installed on two websites developed with WordPress. Specifically, I need a system that can be edited by me and that allows me to set: - Date/days (either a specific date or telling it to start every day or only from Monday to Friday) - Hour (so that i can choose at what time to run this activity) - Repeat the action X amount of time later (e.g. repeat the same action 30 minutes later) This tool will have to activate, according to the settings selected by me, a plugin already present on the website.

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    Google Ads Expert for Romania 5 days left
    VERIFIED

    ...experience targeting the Romanian market to help boost sales. Key Requirements: - Targeting Romania: As my target market is in Romania, I need someone who is familiar with the local market and can tailor the ads accordingly. - Sales Focus: The main objective of this campaign is to boost sales, so previous experience with similar campaigns will be highly valued. - Language Skills: As my audience primarily speaks Romanian, fluency in this language is a must. Your responsibilities will include: - Setting up and managing Google Ads campaigns targeted at the Romanian market. - Regular monitoring and optimisation of the campaigns to ensure they are meeting the sales goals. - Providing insights and recommendations on how to improve campaign performance. Ideal skills and experi...

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    I'm in need of a competent developer experienced in DevExpress. Key Features Required: - Data Grids and Charts - UI Customization - Reporting and Printing capabilities The UI should be customized in a Professional and Corporate style, following a clear, clean, and streamlined aesthetic that fits well in a business environment. The developed DevExpress project should be compatible with the following platforms: - Desktop - Mobile Ideal skills and experience include a deep knowledge of and experience with DevExpress, a strong understand of data grids and charts, extensive experience in UI customization, and familiarity with creating reporting and printing functionalities. Additionally, a keen eye for professional and corporate design is a plus. Your ability to optimize for...

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    ...IntlBackslash, which simply cannot be entered from another keyboard format and thus included in the configurations. The task is fairly simple but voluminous. You will need to add various keyboard layouts to the system and press all the keys in turn on a special web page, which will generate a configuration. List of languages: - English - French - German - Italian - Russian - Ukrainian - Belarusian Each language usually has several layouts in the system. You will need to enter all of them. From all 3 operating systems. The second part of the task is the manual adjustment of Dead keys. For all the keys that were entered into the config as "Dead" instead of a symbol, you will need to manually check what exactly this Dead key is and either assign it an ID of an existing...

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    ...creative and engaging style. Key Requirements: - Translate marketing materials: These materials will include advertisements, product descriptions, brand content, and other related promotional texts and materials. - Bilingual proficiency: Both in Chinese and English, to ensure accurate and meaningful translations. - Creativity: The translated content should resonate with the audience in the target language while maintaining the essence of the original work. - Marketing expertise: A good understanding of marketing principles and the ability to adapt them to different cultural contexts. Additional Information: - This project requires translations in both directions: Chinese to English and English to Chinese. - The target style for the translated materials is creative and engaging....

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    I am in need of a professional who can assist with keyword research for my Google Ads campaign. Here's a bit more information on the specifics: - Keyword Research: The primary task would be to conduct keyword research that is tailored to an English-speaking audience. - Geographic Focus: The campaign is aimed at an international audience, so t...Focus: The campaign is aimed at an international audience, so the keyword research must consider this wide reach and the diversity of the English-speaking market. The ideal freelancer for this project would have: - Demonstrable experience with Google Ads and keyword research - A proven track record of managing international campaigns - Proficiency in English, with a deep understanding of the language nuances as it applies to marketing ...

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    I am in search of an experienced professional to craft a concise and engaging company profile for my business. The profile should be in a Word document format and should be between 1-5 pages in len...document format and should be between 1-5 pages in length. I specifically want to highlight the following: - Company History: A succinct yet informative overview of our journey, achievements, and milestones. - Products/Services: Detailed descriptions of our offerings, emphasizing their unique features and value propositions. The ideal freelancer for this job should have a good grasp of business language and a proven track record of creating effective company profiles. Excellent writing and Word formatting skills are also essential. Previous experience in my industry will be an added ...

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    I'm looking for an SEO specialist to assist with driving organic traffic to my B2B company's website in the Middle East and North Africa (MENA) region. Requirements: - Experience in SEO targeting specific countries - Familiarity with SEO best practices and algorithms - Understanding of language and cultural nuances in Saudi Arabia, United Arab Emirates, and Egypt - Ability to optimize content for both Arabic and English speakers - Proven track record of increasing website traffic and conversions in the MENA region - Excellent communication skills to understand and convey complex ideas with clarity The right candidate will be able to help us position our website effectively, ensuring that our content is optimized for both Arabic and English. Prior experience in similar p...

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    I am looking for a fluent German language speaker who can assist me with a writing project. The ideal candidate should have excellent writing skills and be able to write in a variety of topics. Skills and Experience: - Fluent in German language - Proficient in listening and speaking of German language - Strong writing skills - Ability to write in any general topic - Attention to detail and accuracy in grammar and spelling The project involves: - Writing articles, blog posts, or other written content in German - Creating engaging and informative content that is suitable for a wide range of topics - Conducting thorough research to ensure the accuracy and quality of the content If you are a fluent German speaker with a passion for writing and the ability to produce hi...

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    I need a 30-second video explainer in Hindi, targeted at adult viewers, that explains the features of a product. The script is ready. However, I need an AI-generated realistic avatar to be the primary character in the video. Key Project Details: - Video length: 30 seconds - Language: Hindi - Target Audience: Adults - Avatar Style: Realistic Requirements: - Proficient in creating animated video explainers - Experience with AI-generated avatars - Skilled in producing content in Hindi Please include relevant samples of your previous work in your proposal.

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    I'm seeking an illustrator to help me cr...realistic style designs for 3 Punjabi letters. These designs are intended for personal use and will be featured on a t-shirt. Key requirements: - I already have a design concept ready, so this project involves translating these concepts onto the 3 letters. - The designs should be in a bright and vibrant color scheme, fitting for a t-shirt. - Proficiency in Punjabi script or familiarity with the language is a plus, as it will help in the accurate depiction of the letters. Ideal skills and experience: - Proven experience in realistic style illustration. - Strong understanding and experience in using bright and vibrant color schemes. - Familiarity or ability to work with Punjabi script. Looking forward to seeing your portfolios and ...

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    I am looking for a proficient software developer capable of creating a coding software that supports Python, Java, and C++. Unfortunately, I am unsure of specific features desired and the main purpose of the software at this time. This creates an opportunity for a creative software developer with experience in these programming languages. Ideal skills and experience: - Proficient in Python, Java, and C++ - Experience in creating coding softwares - Ability to suggest and implement features to enhance user experience - Creativity, problem-solving skills and an open mind to take on a project with some unspecified parameters. The key to this project will be our ability to communicate efficiently and effectively, ensuring we can continually align on my evolving vision for the software.

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    Ideal Skills and Experience: - Proficient in C# programming language and .NET framework - Experience in developing desktop applications - Familiarity with Visual Studio - Ability to implement data encryption and database integration - Expertise in developing secure user authentication mechanisms Please provide relevant examples of your previous work in C# desktop application development.

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    Matrimony app 5 days left

    More details: Which platform(s) should the Matrimony app be developed for? Android, iOS, Both What are the key features you would like the Matrimony app to have? User profiles Do you want the app to support in-app purchases? Yes

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    I am seeking a proficient resume writer experienced in creating professional, eye-catching resumes, specifically targeted towards a regulatory role. I have over a decade's worth of relevant experience for the prospective role(s) I will be applying for. Following are the specifics: - Draf...Word document - Accentuating my experience of over 10 years in customer relations and regulatory roles - Presenting a compelling case for my candidacy for an environmental compliance officer role. The ideal professional for this task would be someone with proven experience crafting professional managerial resumes, with a keen eye for detail and impressive design skills. Excellent command over language and significant understanding of the corporate managerial world would put you at the fro...

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    ...text-based chat interface. Key Features: - Natural Language Processing & Machine Learning: The AI should be capable of understanding and interpreting human language. - Text Summarization: The platform needs to be able to provide concise summaries of the legal documents fed to it. - Legal Research: Users should be able to ask the AI questions related to legal matters and receive accurate information based on sound legal research. - Case Prediction: The AI should have the ability to predict potential legal outcomes based on the information provided. Users will primarily interact with the AI through a text-based chat interface, hence it's crucial that the platform is optimized for the same. Ideal Skills: - Strong expertise in Natural Language Processing an...

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    I'm seeking a skilled app developer who has a good eye for design to create an Android app for task management. Key Requirements: - Android: The app should be exclusively developed for the Android platform. - Design: The design should be clean, polished and professional. If you're confident in your ability to create a task management app that is intuitive and aesthetically pleasing, please reach out.

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    I am seeking a skilled React developer with expertise in frontend development and user interface/user experience design. I need to create a web application that provides a responsive, engaging experience for young a...experience for young adults. Your key responsibilities in this role would include: - Creating a frontend for the web application that is interactive and user-friendly. - Developing a UI/UX design that is visually appealing to young adults and promotes ease of use. Successful freelancers must have prior experience in these areas. Please include samples of the responsive web applications you have developed that cater specifically to young adults, along with an explanation of how the frontend and UI/UX design work you performed contributed to the application's o...

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    Arabic Company Profile Design 5 days left
    VERIFIED

    I'm in need of a skilled graphic designer to create a sleek and professional company profile in Arabic language. The profile should be visually appealing and informative. Key Requirements: - Proficiency in Arabic: Fluency in Arabic language is a must as the content will be in Arabic. The ability to write and design in Arabic is crucial. - Graphic Design Skills: Prior experience in designing company profiles or similar documents is highly desirable. - Marketing Mindset: Understanding of how to attract potential clients and investors through creative design and presentation. - Efficient & Detail-Oriented: The profile will be 6-10 pages long, so it's important that you are able to manage the content across multiple pages without losing the reader's interest....

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    I'm seeking an enthusiastic , challenging , determined and inquisitive Digital Marketer ...Marketer who has a passion to grow in this automated and competitive social media market. We are an Edtech company , we offer language courses designed on an inventive . ingenious and creative methodology which caters the students looking for improving their language proficiency. We serve this with DLC The Learning Club App so our motive is To increase the sales through selling of the courses To increase the downloads of the app To increase the engagement on social media platforms Our target audience is Students as in Housewives , businessman , parents , students who are looking for English Language as Spoken and Competitive Schools looking for English language...

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    I'm in the search of a talented voiceover artist who can deliver an upbeat and energetic performance in Nepali. The voiceover will be used for a commercial advertisement on the radio. Key Requirements: - Proficient in Nepali language - Experience in voiceover for commercial advertisement - Ability to deliver an upbeat and energetic tone Ideal Skills: - Professional experience in voice acting - Previous work in commercial advertisement - Strong vocal range and emotive capacity to convey energy Please include samples of your previous work in your bid. Looking forward to hearing your proposals.

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    As a business owner, I'm seeking a skilled social media...Creation: Develop compelling content that resonates with our targeted demographic. Storytelling skills are a must to present our narrative effectively. - Marketing & Promotion: Leveraging your knowledge of Instagram and YouTube algorithms, devise strategies to increase reach and visibility. Ideal freelancer: - You must possess excellent video editing skills. - Exceptional command over English language, specifically storytelling. - Previous experience in boosting engagement on Instagram and YouTube. - Sound knowledge of social media marketing strategies. With your expertise, I aim to create engaging content and solidify our online presence. If you are a forward-thinker with an innovative mindset, let us explore thi...

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    I'm looking for a skilled iOS developer who can take my already developed app and deploy it to the Apple Store. - You should be well-versed with the Apple App Store submission process and have experience with deploying apps successfully. - Ensure that the app is fully compliant with Apple's guidelines and handle any necessary modifications before submission. Ideal Skills: - Proficiency in iOS app development. - Experience with Apple App Store submission. - Knowledge of Apple's App Store guidelines. Please bid with a brief overview of your experience with iOS app deployment, and any relevant past work.

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    I have full code flutter app I want using firebase database 1 -Experience https://console.agora. video and call streaming Also 2- Update app to stores Apple store Android store

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    Google Cloud OCR for PDF 4 days left
    VERIFIED

    I need a skilled developer who is proficient in working with Google Cloud's OCR functionalities. The...Google Cloud's OCR functionalities. The project involves the following specifics: - File Format: The OCR system should be able to extract text from PDF files, no other formats are required. - Output Format: The extracted text should be converted into a word file and worksheets. - Language Support: The OCR should be able to recognize and extract text in English only. This task requires someone with expertise in Google Cloud's OCR, the ability to generate word files and worksheets, and a solid understanding of language processing for English. High attention to detail and accuracy is crucial for this project. Basic UI is also needed for file management like ...

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    ...of experience, specializing in UI/UX building and proficient in Figma, , TailwindCSS and Typescript. Our goal is to design and redesign an e-commerce website focused on trading. We already have an existing foundation, but it needs to be refactored to improve code organization and user experience, as well as improve visuals. Main Requirements: - Experience in dealing with the PT-BR language (Brazilian Portuguese) - UI/UX with Figma: Ability to create attractive and functional designs. - and TailwindCSS: Proficiency in front-end development using these technologies. - Typescript/Javascript: Strong knowledge in programming. - Code Architecture: Solid understanding to maintain clean and organized code. - Experience in E-Commerce Websites: Proven knowledge in developing e-commer...

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    I am in need of an expert Instructor in Python for advanced machine learning. You should have a strong background in neural networks, natural language processing, and reinforcement learning. The ideal candidate should: - Be proficient in Python - Have deep understanding and experience with neural networks, natural language processing, and reinforcement learning - Be able to teach advanced machine learning concepts - Have prior experience as an instructor in an online setting Your role would include: - Preparing course material - Delivering lectures in a clear, understandable way - Providing assignments and projects for students - Offering guidance and feedback - Assisting students with any questions they may have This project is an exciting opportunity for someone who is n...

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    I'm in need of a skilled Software Engineer with exceptional English language skills. This role is essential to ensure clear communication and documentation throughout the project. Ideal candidates should have a solid background in software development, and experience working on various Software lifecycle. Your primary focus will be on ensuring the software is developed to high quality standards, but you'll also need to be able to communicate effectively with other team members to discuss ideas and strategies. Experience in software testing and debugging will be a plus. The main goal of the project is to produce a well-designed, efficient software product. Your excellent English skills will help not only in the development process, but in reporting and communicati...

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    ...Analysis: Utilize deep learning architectures such as convolutional neural networks (CNNs) to extract features from images and recognize emotional cues, facial expressions, and body language. 4. Audio Analysis: Employ signal processing and machine learning techniques to analyze audio signals and identify emotional content, including speech sentiment and intonation patterns. 5. Multi-Modal Fusion: Develop innovative fusion strategies to combine information from multiple modalities and generate comprehensive sentiment and emotion predictions. 6. Model Interpretability: Ensure the interpretability of the developed models by incorporating explainable AI techniques, enabling users to understand the rationale behind the system's predictions. 7. Scalability and Efficienc...

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